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Key Skills
- Python & SQL
- Machine Learning
- Data Visualisation
- Stakeholder Management
- dbt & Looker
- Cloud Infrastructure
Education
What I Love
- Trail running
- Chess
- Specialty coffee
Alex Chen
Data scientist with 8+ years turning complex datasets into commercial outcomes. Specialising in ML-driven retention models, revenue forecasting, and building data cultures from the ground up. Passionate about bridging the gap between technical capability and business strategy.
Experience
- Built churn prediction model that increased customer retention by 18%, saving $2.4M annually
- Led a team of 3 analysts, introducing dbt for data transformation and cutting pipeline build time by 60%
- Designed executive dashboards in Looker adopted by C-suite for quarterly board reporting
- Partnered with Product to implement real-time A/B testing framework across 12 product surfaces
- Owned end-to-end ML pipeline processing 50M+ daily events for audience segmentation
- Reduced ad fraud by 34% through anomaly detection model deployed to production
- Delivered revenue forecasting model with 92% accuracy, adopted across 3 business units
- Built first company-wide reporting suite in Tableau, replacing manual Excel processes
- Automated weekly KPI reporting, saving the ops team 8 hours per week
References available on request
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